基于边界快速求解EPs的算法-中国优秀硕士学位论文全文数据库 【中文摘要】 显露模式(Emerging Patterns,EPs)是指那些从一个数据集到另一个数据集支持度发生显著变化的项集,它们能够捕获数据库中两个数据集之间的多个...
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The essential emerging pattern is a special kind of emerging patterns, which is called eEP.
eEP是一种最具表达能力的、特殊的EP,称为基本显露模式。
参考来源 - 基于eEP的稀有类分类问题研究·2,447,543篇论文数据,部分数据来源于NoteExpress
通过采用聚集显露模式分类,克服了因领域知识不足而导致的大量不相关规则的问题。
The problem that deficiency of field knowledge leading to a great deal of irrelevant rules is solved by applying aggregation emerging patterns classification.
分析了基于轴属性的关联规则方法的局限性,提出了基于聚集显露模式的入侵检测方法。
Faced with the significant limitations of association rules method based axis attribute, a intrusion detection method based aggregation emerging pattern is proposed in this paper.
将新模式与决策树c 4.5算法结合,实现了基于显露模式的出生缺陷判别(BDD - ep)算法。
The Birth Defects Detection based on Emerging patterns (BDD-EP) algorithm was implemented through combining the proposed patterns with C4.5 decision tree.
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